Table Data - All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania
| Title | All Employees: Professional and Business Services: Services to Buildings and Dwellings in Pennsylvania |
|---|---|
| Series ID | SMU42000006056170001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 1:10 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 52.4116008294291 |
| 1990-02-01 | 52.5174663202747 |
| 1990-03-01 | 52.8978671708333 |
| 1990-04-01 | 52.3853525202323 |
| 1990-05-01 | 51.9115990554011 |
| 1990-06-01 | 52.4186014085891 |
| 1990-07-01 | 52.4182046966420 |
| 1990-08-01 | 52.8182795958404 |
| 1990-09-01 | 52.7905353884842 |
| 1990-10-01 | 52.8311550828075 |
| 1990-11-01 | 53.0275144754091 |
| 1990-12-01 | 53.1049409311954 |
| 1991-01-01 | 53.1545709546124 |
| 1991-02-01 | 52.8897268030282 |
| 1991-03-01 | 52.6776570146195 |
| 1991-04-01 | 52.6559173024187 |
| 1991-05-01 | 52.3692663370570 |
| 1991-06-01 | 52.2481562980604 |
| 1991-07-01 | 51.2831119988434 |
| 1991-08-01 | 51.5596785284553 |
| 1991-09-01 | 51.6965514330908 |
| 1991-10-01 | 51.8959702472886 |
| 1991-11-01 | 52.0863015969849 |
| 1991-12-01 | 51.8558101381894 |
| 1992-01-01 | 52.2960393787346 |
| 1992-02-01 | 52.1047973786903 |
| 1992-03-01 | 51.4765765322605 |
| 1992-04-01 | 51.8147489871767 |
| 1992-05-01 | 52.0795372676461 |
| 1992-06-01 | 52.3356240683978 |
| 1992-07-01 | 52.5429880583350 |
| 1992-08-01 | 52.5347809334072 |
| 1992-09-01 | 52.5028252506887 |
| 1992-10-01 | 53.0299253462066 |
| 1992-11-01 | 52.7699651936028 |
| 1992-12-01 | 52.7030627704676 |
| 1993-01-01 | 52.5999830609356 |
| 1993-02-01 | 52.8035645677536 |
| 1993-03-01 | 51.0443419699149 |
| 1993-04-01 | 53.6599744048801 |
| 1993-05-01 | 53.7377764286513 |
| 1993-06-01 | 52.5213667822907 |
| 1993-07-01 | 53.8939009289756 |
| 1993-08-01 | 53.9224153070717 |
| 1993-09-01 | 54.6362621528732 |
| 1993-10-01 | 54.0825430492846 |
| 1993-11-01 | 53.9752327328545 |
| 1993-12-01 | 54.0984844851957 |
| 1994-01-01 | 53.8415154802942 |
| 1994-02-01 | 53.8350847908192 |
| 1994-03-01 | 52.4603133143707 |
| 1994-04-01 | 53.9153093716289 |
| 1994-05-01 | 53.8003402689321 |
| 1994-06-01 | 53.5308085104068 |
| 1994-07-01 | 53.8885228659999 |
| 1994-08-01 | 53.8224338085387 |
| 1994-09-01 | 53.8082463336510 |
| 1994-10-01 | 53.4592168251680 |
| 1994-11-01 | 53.4672117445829 |
| 1994-12-01 | 53.1925651379630 |
| 1995-01-01 | 53.9984688250710 |
| 1995-02-01 | 54.1797106579413 |
| 1995-03-01 | 54.9501975838239 |
| 1995-04-01 | 54.0892025463341 |
| 1995-05-01 | 53.6839138631746 |
| 1995-06-01 | 53.8446260656133 |
| 1995-07-01 | 53.4175925137765 |
| 1995-08-01 | 53.4483435318310 |
| 1995-09-01 | 53.4907485207366 |
| 1995-10-01 | 53.2957313206414 |
| 1995-11-01 | 53.6516933711365 |
| 1995-12-01 | 53.8581985929059 |
| 1996-01-01 | 52.9420905523828 |
| 1996-02-01 | 53.9408279454427 |
| 1996-03-01 | 53.8375503772167 |
| 1996-04-01 | 53.9466609920442 |
| 1996-05-01 | 54.7091221087270 |
| 1996-06-01 | 54.6894961290667 |
| 1996-07-01 | 54.7403264451514 |
| 1996-08-01 | 55.1016995018421 |
| 1996-09-01 | 54.9321859825928 |
| 1996-10-01 | 54.8611811687825 |
| 1996-11-01 | 54.8761489455446 |
| 1996-12-01 | 54.4002610735188 |
| 1997-01-01 | 54.6214576886220 |
| 1997-02-01 | 55.0139126450657 |
| 1997-03-01 | 54.3526244712197 |
| 1997-04-01 | 54.8882693098513 |
| 1997-05-01 | 55.1072755954544 |
| 1997-06-01 | 55.1721150218408 |
| 1997-07-01 | 55.2978249448000 |
| 1997-08-01 | 55.4805464902041 |
| 1997-09-01 | 55.6159830346107 |
| 1997-10-01 | 55.9167674112016 |
| 1997-11-01 | 55.6743204093293 |
| 1997-12-01 | 55.7076288434481 |
| 1998-01-01 | 53.9864738975848 |
| 1998-02-01 | 53.6780037400036 |
| 1998-03-01 | 54.0844207898666 |
| 1998-04-01 | 58.0711290166720 |
| 1998-05-01 | 58.0327783005066 |
| 1998-06-01 | 58.1046119206502 |
| 1998-07-01 | 59.0987638105464 |
| 1998-08-01 | 58.8867027953758 |
| 1998-09-01 | 59.0671885010136 |
| 1998-10-01 | 59.6904094694139 |
| 1998-11-01 | 59.7583892866120 |
| 1998-12-01 | 60.5924271891234 |
| 1999-01-01 | 60.7746639777109 |
| 1999-02-01 | 61.1976318129631 |
| 1999-03-01 | 65.7588127587755 |
| 1999-04-01 | 61.2304963445013 |
| 1999-05-01 | 61.3314565418771 |
| 1999-06-01 | 61.3163913216964 |
| 1999-07-01 | 60.7199989157198 |
| 1999-08-01 | 60.3412383801795 |
| 1999-09-01 | 61.0741096633603 |
| 1999-10-01 | 61.1403965102323 |
| 1999-11-01 | 61.7294144811024 |
| 1999-12-01 | 62.5556228998209 |
| 2000-01-01 | 62.1504453645688 |
| 2000-02-01 | 61.9840431728661 |
| 2000-03-01 | 63.4757601138731 |
| 2000-04-01 | 63.2332487303849 |
| 2000-05-01 | 62.6289858020958 |
| 2000-06-01 | 62.6680407659130 |
| 2000-07-01 | 63.4769998824225 |
| 2000-08-01 | 63.5440822734894 |
| 2000-09-01 | 64.0041957634683 |
| 2000-10-01 | 63.7694594266769 |
| 2000-11-01 | 63.8475618651644 |
| 2000-12-01 | 63.8814830829328 |
| 2001-01-01 | 64.2694777564867 |
| 2001-02-01 | 65.2323085229237 |
| 2001-03-01 | 64.6643305423692 |
| 2001-04-01 | 64.1800529772056 |
| 2001-05-01 | 64.5686254582251 |
| 2001-06-01 | 64.7659481456345 |
| 2001-07-01 | 64.6244313963211 |
| 2001-08-01 | 64.4414816288026 |
| 2001-09-01 | 64.4070974619784 |
| 2001-10-01 | 64.6304417365992 |
| 2001-11-01 | 64.4434125586429 |
| 2001-12-01 | 64.3895439293983 |
| 2002-01-01 | 64.5863190606609 |
| 2002-02-01 | 64.7393528490677 |
| 2002-03-01 | 65.0763204744263 |
| 2002-04-01 | 65.1854482324449 |
| 2002-05-01 | 65.1769685789539 |
| 2002-06-01 | 65.2079192423629 |
| 2002-07-01 | 65.1124037226567 |
| 2002-08-01 | 64.9063125265974 |
| 2002-09-01 | 64.7809724986201 |
| 2002-10-01 | 65.2617833188848 |
| 2002-11-01 | 65.6465655150726 |
| 2002-12-01 | 65.9566810684032 |
| 2003-01-01 | 66.9385410565915 |
| 2003-02-01 | 66.3521908789379 |
| 2003-03-01 | 64.8642761569567 |
| 2003-04-01 | 66.7560892936424 |
| 2003-05-01 | 67.1267822989797 |
| 2003-06-01 | 66.7490723639040 |
| 2003-07-01 | 67.0544219507225 |
| 2003-08-01 | 67.4886493656126 |
| 2003-09-01 | 67.7308402278095 |
| 2003-10-01 | 67.6140562889124 |
| 2003-11-01 | 67.7557349739969 |
| 2003-12-01 | 67.8273063549008 |
| 2004-01-01 | 68.7481703693092 |
| 2004-02-01 | 67.2648409195138 |
| 2004-03-01 | 67.7249424267258 |
| 2004-04-01 | 68.1548812614750 |
| 2004-05-01 | 68.2201381052289 |
| 2004-06-01 | 68.4334549757391 |
| 2004-07-01 | 68.6503925395125 |
| 2004-08-01 | 68.6744648570148 |
| 2004-09-01 | 68.4907074408939 |
| 2004-10-01 | 68.3210878200909 |
| 2004-11-01 | 68.2886197661149 |
| 2004-12-01 | 68.6410022893614 |
| 2005-01-01 | 67.8756209117629 |
| 2005-02-01 | 67.4808327607437 |
| 2005-03-01 | 66.9336020116855 |
| 2005-04-01 | 69.8040091967271 |
| 2005-05-01 | 69.7924727925783 |
| 2005-06-01 | 69.7174080864030 |
| 2005-07-01 | 69.8836737122598 |
| 2005-08-01 | 69.8154165288400 |
| 2005-09-01 | 70.1508005581755 |
| 2005-10-01 | 69.5882027495463 |
| 2005-11-01 | 69.7525504819256 |
| 2005-12-01 | 69.4883240307448 |
| 2006-01-01 | 70.2034882780759 |
| 2006-02-01 | 71.0785940063528 |
| 2006-03-01 | 71.4792244117114 |
| 2006-04-01 | 71.4722131635257 |
| 2006-05-01 | 71.1203376713033 |
| 2006-06-01 | 71.4213145953723 |
| 2006-07-01 | 71.3267052748112 |
| 2006-08-01 | 71.6812368503801 |
| 2006-09-01 | 71.8627593475089 |
| 2006-10-01 | 72.1300706526925 |
| 2006-11-01 | 72.1726992573281 |
| 2006-12-01 | 71.9211706620393 |
| 2007-01-01 | 71.6918512953538 |
| 2007-02-01 | 71.7067597940882 |
| 2007-03-01 | 71.1562719804965 |
| 2007-04-01 | 72.1811100004082 |
| 2007-05-01 | 72.7120537779306 |
| 2007-06-01 | 73.2274957443235 |
| 2007-07-01 | 73.3922122153592 |
| 2007-08-01 | 73.3505753578381 |
| 2007-09-01 | 73.4781851356596 |
| 2007-10-01 | 72.9274832688974 |
| 2007-11-01 | 73.4749324198841 |
| 2007-12-01 | 73.5877301655388 |
| 2008-01-01 | 73.5849994901124 |
| 2008-02-01 | 73.3604494398502 |
| 2008-03-01 | 73.0754468644256 |
| 2008-04-01 | 73.4755494904416 |
| 2008-05-01 | 73.5462760120366 |
| 2008-06-01 | 73.2300811301516 |
| 2008-07-01 | 73.3660704545936 |
| 2008-08-01 | 73.2160129702512 |
| 2008-09-01 | 72.8163708491335 |
| 2008-10-01 | 73.0163834545513 |
| 2008-11-01 | 72.2800955871763 |
| 2008-12-01 | 71.8292512855096 |
| 2009-01-01 | 72.1624265049311 |
| 2009-02-01 | 71.5705121845941 |
| 2009-03-01 | 70.9831853518388 |
| 2009-04-01 | 70.7074381709975 |
| 2009-05-01 | 70.9971010935809 |
| 2009-06-01 | 70.7467407557872 |
| 2009-07-01 | 70.4802161660570 |
| 2009-08-01 | 70.5738456612858 |
| 2009-09-01 | 70.9257045725582 |
| 2009-10-01 | 71.0573508304823 |
| 2009-11-01 | 71.1306925053267 |
| 2009-12-01 | 72.0919031658447 |
| 2010-01-01 | 71.6611913448002 |
| 2010-02-01 | 72.9392268190254 |
| 2010-03-01 | 70.9222612377051 |
| 2010-04-01 | 72.8624370676787 |
| 2010-05-01 | 72.6578732696206 |
| 2010-06-01 | 72.6684979279179 |
| 2010-07-01 | 72.4166987394300 |
| 2010-08-01 | 72.7092047719251 |
| 2010-09-01 | 72.4940018978899 |
| 2010-10-01 | 72.8223817123023 |
| 2010-11-01 | 73.1861419021987 |
| 2010-12-01 | 73.3126664820848 |
| 2011-01-01 | 74.9748956150992 |
| 2011-02-01 | 73.4871266426145 |
| 2011-03-01 | 73.7122594678949 |
| 2011-04-01 | 73.5834471911458 |
| 2011-05-01 | 73.7156738672746 |
| 2011-06-01 | 74.1505911215311 |
| 2011-07-01 | 74.1353134662318 |
| 2011-08-01 | 74.0007029802521 |
| 2011-09-01 | 74.4952342975188 |
| 2011-10-01 | 74.4706127610949 |
| 2011-11-01 | 74.8223358815573 |
| 2011-12-01 | 74.7731039462812 |
| 2012-01-01 | 75.3004003545840 |
| 2012-02-01 | 75.2622009645140 |
| 2012-03-01 | 77.0040628175132 |
| 2012-04-01 | 75.5918632593805 |
| 2012-05-01 | 74.3853220659828 |
| 2012-06-01 | 74.0476730241348 |
| 2012-07-01 | 72.9078607717445 |
| 2012-08-01 | 73.2391473638804 |
| 2012-09-01 | 73.4018626334533 |
| 2012-10-01 | 73.6167406769322 |
| 2012-11-01 | 73.5127253493000 |
| 2012-12-01 | 73.1810060695172 |
| 2013-01-01 | 72.2487069832407 |
| 2013-02-01 | 72.7446985516531 |
| 2013-03-01 | 72.5234434210927 |
| 2013-04-01 | 73.1407741143722 |
| 2013-05-01 | 73.3504072079913 |
| 2013-06-01 | 73.3038034891014 |
| 2013-07-01 | 73.8712593231085 |
| 2013-08-01 | 74.3174032564045 |
| 2013-09-01 | 74.2238534097918 |
| 2013-10-01 | 74.0713773577084 |
| 2013-11-01 | 74.1899085205563 |
| 2013-12-01 | 73.8221665600038 |
| 2014-01-01 | 74.9693013491850 |
| 2014-02-01 | 75.2995031202028 |
| 2014-03-01 | 72.8198536170372 |
| 2014-04-01 | 74.9924254685973 |
| 2014-05-01 | 75.5267265417324 |
| 2014-06-01 | 75.9311244527960 |
| 2014-07-01 | 75.6718384055020 |
| 2014-08-01 | 75.9254837630786 |
| 2014-09-01 | 75.9079800656230 |
| 2014-10-01 | 75.4974105661071 |
| 2014-11-01 | 75.4080343122845 |
| 2014-12-01 | 75.3753464638507 |
| 2015-01-01 | 75.4385632890047 |
| 2015-02-01 | 75.6421379228544 |
| 2015-03-01 | 72.9581144640118 |
| 2015-04-01 | 75.6415160480587 |
| 2015-05-01 | 76.6244357809227 |
| 2015-06-01 | 76.2122347624314 |
| 2015-07-01 | 76.5017300551382 |
| 2015-08-01 | 76.3497368564462 |
| 2015-09-01 | 76.0946003845647 |
| 2015-10-01 | 76.4296420151889 |
| 2015-11-01 | 76.3890329591367 |
| 2015-12-01 | 76.1264181350376 |
| 2016-01-01 | 76.3533730722200 |
| 2016-02-01 | 76.4510897697583 |
| 2016-03-01 | 76.6884718760332 |
| 2016-04-01 | 77.5365300545890 |
| 2016-05-01 | 76.9484414616072 |
| 2016-06-01 | 76.8252620042799 |
| 2016-07-01 | 76.6223739229512 |
| 2016-08-01 | 76.4459533395865 |
| 2016-09-01 | 76.7597361088723 |
| 2016-10-01 | 76.8507304348961 |
| 2016-11-01 | 77.1343855415722 |
| 2016-12-01 | 77.1796511959624 |
| 2017-01-01 | 76.9737059546081 |
| 2017-02-01 | 77.2363180063228 |
| 2017-03-01 | 76.9386176804440 |
| 2017-04-01 | 77.6261614876030 |
| 2017-05-01 | 77.5279211473529 |
| 2017-06-01 | 77.5203297449103 |
| 2017-07-01 | 77.1691198506096 |
| 2017-08-01 | 77.4718031647426 |
| 2017-09-01 | 77.4081928663650 |
| 2017-10-01 | 77.4211427697084 |
| 2017-11-01 | 77.0996760070129 |
| 2017-12-01 | 77.7456117895638 |
| 2018-01-01 | 77.9499683062344 |
| 2018-02-01 | 77.4065436887388 |
| 2018-03-01 | 76.6099518804116 |
| 2018-04-01 | 76.4982658074109 |
| 2018-05-01 | 77.6908372701509 |
| 2018-06-01 | 78.7379949961513 |
| 2018-07-01 | 78.4020651492736 |
| 2018-08-01 | 78.3428352570892 |
| 2018-09-01 | 77.8616134188470 |
| 2018-10-01 | 77.7932503442474 |
| 2018-11-01 | 77.8554318976783 |
| 2018-12-01 | 77.7569361057299 |
| 2019-01-01 | 77.9375611866697 |
| 2019-02-01 | 78.1487001381824 |
| 2019-03-01 | 75.9860750686574 |
| 2019-04-01 | 78.2063191452734 |
| 2019-05-01 | 78.4421620656762 |
| 2019-06-01 | 78.5732695515249 |
| 2019-07-01 | 78.6508999062389 |
| 2019-08-01 | 78.6006661628408 |
| 2019-09-01 | 78.4077007049374 |
| 2019-10-01 | 78.0116153083039 |
| 2019-11-01 | 77.5249935381843 |
| 2019-12-01 | 76.8243776981480 |
| 2020-01-01 | 77.3688220280335 |
| 2020-02-01 | 75.4632635284275 |
| 2020-03-01 | 76.0495028050877 |
| 2020-04-01 | 63.9968646622028 |
| 2020-05-01 | 68.8512369334640 |
| 2020-06-01 | 71.1523895022981 |
| 2020-07-01 | 71.5955240711158 |
| 2020-08-01 | 72.1033550118913 |
| 2020-09-01 | 73.0713146567940 |
| 2020-10-01 | 74.1289068559164 |
| 2020-11-01 | 74.4936197504292 |
| 2020-12-01 | 74.9983757155942 |
| 2021-01-01 | 74.1026299146313 |
| 2021-02-01 | 75.4590238345949 |
| 2021-03-01 | 73.0328443968966 |
| 2021-04-01 | 76.0332117469498 |
| 2021-05-01 | 75.7451739440464 |
| 2021-06-01 | 75.7575501848356 |
| 2021-07-01 | 76.3017401384060 |
| 2021-08-01 | 76.3037335983705 |
| 2021-09-01 | 76.4910683619580 |
| 2021-10-01 | 77.1513535137024 |
| 2021-11-01 | 77.5782283909366 |
| 2021-12-01 | 78.3397932595714 |
| 2022-01-01 | 78.1620707272809 |
| 2022-02-01 | 77.4079533824902 |
| 2022-03-01 | 78.1974904014745 |
| 2022-04-01 | 78.2824724763303 |
| 2022-05-01 | 77.8602608162085 |
| 2022-06-01 | 77.8799938425666 |
| 2022-07-01 | 78.0844616044656 |
| 2022-08-01 | 77.9906130774138 |
| 2022-09-01 | 77.9649021956301 |
| 2022-10-01 | 77.8422893708900 |
| 2022-11-01 | 77.9699199661108 |
| 2022-12-01 | 77.9755780095631 |
| 2023-01-01 | 77.5358943917761 |
| 2023-02-01 | 77.3049528864915 |
| 2023-03-01 | 77.8797753677156 |
| 2023-04-01 | 77.5470131496757 |
| 2023-05-01 | 77.5111084358429 |
| 2023-06-01 | 77.5784771218491 |
| 2023-07-01 | 77.2475736755037 |
| 2023-08-01 | 77.5020742782078 |
| 2023-09-01 | 77.8358074259284 |
| 2023-10-01 | 77.4114077557010 |
| 2023-11-01 | 76.2133002994011 |
| 2023-12-01 | 76.1344028646343 |
| 2024-01-01 | 77.1126989968325 |
| 2024-02-01 | 77.8902093789504 |
| 2024-03-01 | 78.1547415529874 |
| 2024-04-01 | 78.0098953370288 |
| 2024-05-01 | 78.4553765864549 |
| 2024-06-01 | 78.9412399827867 |
| 2024-07-01 | 78.4132552254096 |
| 2024-08-01 | 78.4754809736369 |
| 2024-09-01 | 78.6628561740866 |
| 2024-10-01 | 78.3139352107803 |
| 2024-11-01 | 77.9021813272881 |
| 2024-12-01 | 77.9165821511706 |
| 2025-01-01 | 78.6905300152088 |
| 2025-02-01 | 78.8103376707344 |
| 2025-03-01 | 78.6000931044858 |
| 2025-04-01 | 79.0956585380463 |
| 2025-05-01 | 79.5182562963819 |
| 2025-06-01 | 79.0530261246018 |
| 2025-07-01 | 79.1953868876727 |
| 2025-08-01 | 79.1633549895618 |
| 2025-09-01 | 79.0746052037109 |
| 2025-10-01 | 79.4528305236039 |
| 2025-11-01 | 80.2614856345880 |
| 2025-12-01 | 80.4277413267650 |
| 2026-01-01 | 84.3926175857244 |
| 2026-02-01 | 84.0989721119271 |
| 2026-03-01 | 78.3530817493098 |
| 2026-04-01 | 76.5698530586581 |